Professional Certificate in Biostatistics: Statistical Inference
-- ViewingNowThe Professional Certificate in Biostatistics: Statistical Inference is a course designed to equip learners with essential skills in biostatistics, a field in high industry demand. This program covers fundamental concepts in statistical inference, including hypothesis testing, confidence intervals, and regression analysis.
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โข Introduction to Biostatistics: Basic concepts, importance, and applications in public health and medicine.
โข Descriptive Statistics: Measures of central tendency, dispersion, and association; data visualization.
โข Probability Theory: Definitions, axioms, and rules; conditional probability, independence, and Bayes' theorem.
โข Statistical Inference: Hypothesis testing, confidence intervals, and p-values.
โข Parametric Methods: t-tests, analysis of variance (ANOVA), and linear regression.
โข Nonparametric Methods: Mann-Whitney U test, Wilcoxon signed-rank test, and Kruskal-Wallis test.
โข Survival Analysis: Kaplan-Meier curves, Cox regression, and hazard functions.
โข Multivariate Analysis: Principal component analysis, factor analysis, and multiple regression.
โข Sample Size Calculations: Power, effect size, and precision; clinical trials and observational studies.
โข Statistical Software: R, SAS, and STATA for biostatistical analysis.
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